soilassessment (version 0.3.0)

featureRep: A function to assess how well landscape features are represented in descrete samples

Description

This function establishes graphical representation of the landscape feature in the sample points. An approximation of Kolmogorov-Smirnov similarity test (D-statistic) between the sampled feature distribution and the population feature distribution is also given.

Usage

featureRep(fgrid,df )

Value

Histograms on back-to-back showing distribution of the landscape feature in the sampled points and on the map for similarity comparison

Arguments

fgrid

raster grid of the landscape feature

df

dataframe of sampled locations with similar coordinate reference system (CRS) as the input raster map

Author

Christian Thine Omuto

Details

The sampled points should have the same coordinate system as the landscape feature (raster map). The function extracts the raster map values, attaches them to the sample points, and creates histogram distributions: one for the feature map as contained in the sample points and another as contained in the raster map.

References

Kolmogorov, A. N. 1933. Sulla determinazione empirica di una legge di distribuzione. Giornale dell’ Istituto Italiano degli Attuari 4: 83–91

Simard R, L'Ecuyer P. 2011. Computing the Two-Sided Kolmogorov–Smirnov Distribution. Journal of Statistical Software. 39 (11): 1–18. doi:10.18637/jss.v039.i11

See Also

imageIndices

Examples

library(Hmisc)
data(soil)
dem=suitabinput["dem"]
featureRep(dem,soil)